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Big data application layer | Application and administration layer in the field of large information | Transportation/Telecom/Medical/Finance/Public Security/Business/Biology/Remote Sensing/Mineral Exploration… |
Domain application/service requirements and analysis model |
Application design and development layer | Huge information application improvement climate and device stage |
Big data analysis algorithm layer | Comprehensive analysis algorithm layer | Informal organization examination, picture handling, regular language handling, biological information processing, media analysis and retrieval, Web information mining and retrieval, visual computing, etc. |
Basic algorithm layer | Parallelized basic analysis algorithms |
Big data computing layer | Parallel computing system platform | General equal registering framework Hadoop, Spark, diagram processing framework GraphLab, stream figuring framework Storm, and so forth. |
Parallel computing mode | Clump handling, streaming processing, chart registering, iterative figuring, inquiry examination, memory computing, and other computing modes |
Big data storage layer | Distributed database | Distributed database storage system |
Distributed file system | Distributed file storage systems |
Big data processing resource layer | System architecture and hardware resources | Deeply, half breed heterogeneous stage distributed computing assets and backing stage |
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